{"id":"https://openalex.org/W4225145471","doi":"https://doi.org/10.1142/s0218126622502139","title":"Clustering-Based Semi-Supervised Cross-Modal Retrieval Using Scene Graph","display_name":"Clustering-Based Semi-Supervised Cross-Modal Retrieval Using Scene Graph","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225145471","doi":"https://doi.org/10.1142/s0218126622502139"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126622502139","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622502139","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083953786","display_name":"Yixue Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixue Kong","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044170543","display_name":"Yong Feng","orcid":"https://orcid.org/0000-0002-8820-8388"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Feng","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107556956","display_name":"Mingliang Zhou","orcid":"https://orcid.org/0000-0002-1874-3641"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Zhou","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0002-1874-3641","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010972739","display_name":"Xiancai Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210160019","display_name":"Chongqing Municipal Health Commission","ror":"https://ror.org/04ce5fg13","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210157972","https://openalex.org/I4210160019"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiancai Xiong","raw_affiliation_strings":["Chongqing Institute of Planning and Natural Resources Investigation and Monitoring, Chongqing 400020, P.\u00a0R.\u00a0China","Key Laboratory of Monitoring, Evaluation and Early Warning of Territorial Spatial Planning Implementation, Ministry of Natural Resources, Chongqing 400020, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Institute of Planning and Natural Resources Investigation and Monitoring, Chongqing 400020, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210160019"]},{"raw_affiliation_string":"Key Laboratory of Monitoring, Evaluation and Early Warning of Territorial Spatial Planning Implementation, Ministry of Natural Resources, Chongqing 400020, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057416382","display_name":"Yongheng Wang","orcid":"https://orcid.org/0000-0002-7675-2327"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongheng Wang","raw_affiliation_strings":["8# of Zhejiang Lab, Yuhang District, Hangzhou 311121, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8# of Zhejiang Lab, Yuhang District, Hangzhou 311121, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008213911","display_name":"Baohua Qiang","orcid":"https://orcid.org/0000-0002-3469-6590"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baohua Qiang","raw_affiliation_strings":["Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin 541004, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0979,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33180669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7490983009338379},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7297748327255249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6733015775680542},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6254409551620483},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5796850919723511},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5637804865837097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5589571595191956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4250917136669159},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.42416971921920776},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.41563040018081665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21486172080039978},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.10870245099067688}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7490983009338379},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7297748327255249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6733015775680542},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6254409551620483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5796850919723511},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5637804865837097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5589571595191956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4250917136669159},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.42416971921920776},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.41563040018081665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21486172080039978},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.10870245099067688},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126622502139","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622502139","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2575276714","display_name":null,"funder_award_id":"62176027","funder_id":"https://openalex.org/F4320333688","funder_display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320333688","display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1897761818","https://openalex.org/W1949478088","https://openalex.org/W1964073652","https://openalex.org/W2185175083","https://openalex.org/W2211092169","https://openalex.org/W2250539671","https://openalex.org/W2277195237","https://openalex.org/W2579549467","https://openalex.org/W2606965845","https://openalex.org/W2725249286","https://openalex.org/W2765440071","https://openalex.org/W2807697862","https://openalex.org/W2897135094","https://openalex.org/W2915533878","https://openalex.org/W2919393797","https://openalex.org/W2955988340","https://openalex.org/W2962856082","https://openalex.org/W2962964995","https://openalex.org/W2963101956","https://openalex.org/W2963467339","https://openalex.org/W2963526065","https://openalex.org/W2963536419","https://openalex.org/W2964593454","https://openalex.org/W2966204614","https://openalex.org/W2967957126","https://openalex.org/W2979382951","https://openalex.org/W2990330438","https://openalex.org/W2992478697","https://openalex.org/W3027622815","https://openalex.org/W3035017890","https://openalex.org/W3040621094","https://openalex.org/W3044238138","https://openalex.org/W3048250201","https://openalex.org/W3102166635","https://openalex.org/W3138369710","https://openalex.org/W3168433561"],"related_works":["https://openalex.org/W4410868779","https://openalex.org/W3206528106","https://openalex.org/W3036264823","https://openalex.org/W2912814903","https://openalex.org/W2123605750","https://openalex.org/W2088740331","https://openalex.org/W3038102983","https://openalex.org/W2950907416","https://openalex.org/W1559483280","https://openalex.org/W2082479932"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,22,35,52],"propose":[4,53],"a":[5,48,54],"clustering-based":[6,55],"semi-supervised":[7],"cross-modal":[8,19,24,85],"retrieval":[9],"method":[10,57,78],"to":[11,30,44,61,65],"relieve":[12],"the":[13,74,89],"problem":[14],"of":[15,40,76,81],"insufficient":[16],"annotation":[17],"in":[18,79],"datasets.":[20],"First,":[21],"reconstruct":[23],"data":[25],"as":[26],"scene":[27],"graph":[28],"structure":[29],"filter":[31],"meaningless":[32],"information.":[33],"Second,":[34],"extract":[36],"embedding":[37],"representation":[38],"features":[39],"images":[41],"and":[42],"texts":[43],"put":[45],"them":[46],"into":[47],"common":[49],"space.":[50],"Finally,":[51],"classification":[56],"with":[58,88],"modality-independent":[59],"constraint":[60],"discriminate":[62],"samples.":[63],"According":[64],"our":[66,77],"experimental":[67],"results,":[68],"significant":[69],"improvement":[70],"on":[71],"performance":[72],"shows":[73],"accuracy":[75],"terms":[80],"three":[82],"widely":[83],"used":[84],"datasets":[86],"compared":[87],"state-of-the-art":[90],"methods.":[91]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
